agent-teaching

Dojo Genesis Plugin for OpenClaw

Specification-driven development orchestration for OpenClaw — turn any channel into a development command center.

What It Does

Dojo Genesis transforms OpenClaw into a specification-driven development orchestrator. It treats projects as first-class entities with explicit phases, parallel tracks, decision logs, and artifact management. The plugin bundles 88 first-party skills across 9 categories, enabling strategic scouting, release specification, parallel track decomposition, implementation commissioning, structured retrospectives, and end-to-end POC tool delivery. It works seamlessly on every OpenClaw channel — WhatsApp, Telegram, Slack, Discord, WebChat — bringing development discipline to wherever your team communicates.

Quick Start

1. Install

openclaw plugins install @trespies-source/dojo-genesis-plugin

2. Enable

Add to your ~/.openclaw/openclaw.json:

{
  "plugins": {
    "entries": {
      "dojo-genesis-plugin": {
        "enabled": true
      }
    }
  }
}

3. Restart and verify

openclaw restart
openclaw plugins list   # confirm dojo-genesis-plugin is active

4. Create your first project

/dojo init my-project

Done. You now have a project with scouts/, specs/, commissions/, and retros/ directories ready to receive artifacts.

Example Workflow

/dojo init api-redesign
/dojo scout "Should we rebuild the API or iterate on v2?"
   → 3 scouted routes saved to scouts/
/dojo spec
   → Production-ready specification saved to specs/
/dojo tracks
   → Spec decomposed into parallel implementation tracks
/dojo commission
   → Structured prompts ready for autonomous agents
/dojo status
   → Pipeline: Explore ✅ → Decide ✅ → Execute ✅ → Learn ⏳
/dojo retro
   → Retrospective + extracted seeds for next time

Commands

Skills by Category

Pipeline

Core development workflow skills (also available as shorthand commands):

• strategic-scout — Explore strategic tensions and scout multiple routes
• release-specification — Write a production-ready release specification
• parallel-tracks — Decompose specs into independent parallel tracks
• implementation-prompt — Generate structured implementation prompts
• retrospective — Reflect on what went well, what was hard, what to improve

Workflow

Process integration and execution skills:

• iterative-scouting — Iterate scout cycles with reframes
• strategic-to-tactical-workflow — Full scout → spec → commission pipeline
• pre-implementation-checklist — Verify specs are ready before commissioning
• context-ingestion — Create plans grounded in uploaded files
• frontend-from-backend — Write frontend specs from backend architecture
• spec-constellation-to-prompt-suite — Convert multiple specs into coordinated prompts
• planning-with-files — Route file-based planning to specialized modes
• workflow-router — Route tasks to the right skill automatically

Research

Investigation and analysis skills:

• research-modes — Deep and wide research with structured approaches
• research-synthesis — Synthesize multiple sources into actionable insights
• project-exploration — Explore new projects to assess collaboration potential
• era-architecture — Architect multi-release eras with shared vocabulary
• repo-context-sync — Sync and extract context from repositories
• documentation-audit — Audit documentation for drift and accuracy
• health-audit — Comprehensive repository health check
• web-research-external — External research with structured outputs

Forge

Skill creation and maintenance:

• skill-creation — Create new reusable skills
• skill-maintenance — Maintain skill health through systematic review
• skill-audit-upgrade — Audit and upgrade skills to quality standards
• process-extraction — Transform workflows into reusable skills

Delivery

Idea → live single-page tool pipeline (TresPies POC pattern, deploys to *.trespies.dev):

• poc-tool-forge — End-to-end: source/pick an idea, build, verify, deploy, document
• house-poc-builder — Build one self-contained tool in the house design system (ip-scout aesthetic), guardrail-enforced
• static-tool-verify — Browser-verify a single-page tool; catch valid-but-wrong output before shipping
• cf-pages-trespies-deploy — Ship a static folder to Cloudflare Pages + bind a custom domain (with the OAuth/DNS gotchas baked in)

Garden

Knowledge cultivation and memory management:

• memory-garden — Write structured memory entries for context management
• seed-extraction — Extract reusable patterns from experiences
• seed-library — Access and apply Dojo Seed Patches
• seed-to-skill-converter — Elevate proven seeds into full skills
• compression-ritual — Distill conversation history into memory artifacts

Orchestration

Multi-agent coordination:

• handoff-protocol — Hand off work between agents cleanly
• decision-propagation — Propagate decisions across document ecosystem
• workspace-navigation — Navigate shared agent workspaces
• agent-teaching — Teach peers through shared practice

System

Repository health and documentation:

• semantic-clusters — Map system capabilities with action-verb clusters
• repo-status — Generate comprehensive repo status documents
• status-template — Write status docs using 10-section template
• status-writing — Write and update STATUS.md files

Tools

Specialized utilities:

• patient-learning-protocol — Learn at the pace of understanding
• file-management — Organize files and directories flexibly
• product-positioning — Reframe binary product decisions
• multi-surface-strategy — Design coherent multi-surface strategies
• mcp-server-builder — Scaffold MCP server implementations
• mcp-cloudflare-builder — Build MCP servers on Cloudflare Workers

Orchestration Tools

Dojo Genesis provides three agent tools for project state management:

• dojo_get_context — Returns the active project's current state, including phase, tracks, decisions, and artifact paths
• dojo_save_artifact — Saves outputs (specs, prompts, retro notes) to the project's directory structure
• dojo_update_state — Updates the project's phase, track status, or decision log

These tools enable agents to maintain continuity across conversations and channels.

Lifecycle Hooks

The plugin registers three hooks that fire automatically:

Directory Structure

openclaw-dojo-genesis-plugin/
├── src/
│   ├── commands/      — /dojo command handlers
│   ├── orchestration/ — Mul